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Agentic ForgeBuild Efficient AI Agents

A research platform exploring smarter tool management, token-efficient formats, and seamless protocol interoperability for AI agents.

Agentic Forge

Who Is This For? ​

AudienceUse Case
AI EngineersBuilding production agents with multi-model routing and tool orchestration
MCP DevelopersNeed a gateway to aggregate multiple MCP servers into one interface
ResearchersExploring Tool RAG, TOON format, and agent efficiency optimizations
DevTools BuildersLooking for reference implementations of agent architectures

Example MCP Servers ​

Agentic Forge includes ready-to-use MCP servers to get you started:

ServerDescription
mcp-weatherWeather data via Open-Meteo API
mcp-web-searchWeb search via Brave Search API

Key Innovations ​

🧠 Tool RAG ​

Dynamic tool selection via semantic search. 60% context reduction measured, with accuracy improvements.

💾 TOON Format ​

Token-Oriented Object Notation for 15-40% token reduction in tool results, scaling with data size.

🌐 Protocol Interop ​

Seamless translation between OpenAI, Anthropic, Gemini formats and MCP protocol.

🔧 Smart Routing ​

Rule-based routing to select models and tools based on task characteristics.

🖼️ MCP Apps ​

Interactive UI components embedded in tool responses. Maps, forms, and visualizations render directly in the chat.

🔍 Observability ​

Hooks and middleware for logging, metrics, cost tracking, and custom logic injection.

Early Access

Agentic Forge is in active development. Core components are working - get started and try it yourself!

Building efficient AI agents